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Video Semantic Segmentation

88 papers with code · Computer Vision

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FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation

CVPR 2019 tensorflow/models

Many of the recent successful methods for video object segmentation (VOS) are overly complicated, heavily rely on fine-tuning on the first frame, and/or are slow, and are hence of limited practical use.

SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Video Object Segmentation with Re-identification

1 Aug 2017lxx1991/VS-ReID

Specifically, our Video Object Segmentation with Re-identification (VS-ReID) model includes a mask propagation module and a ReID module.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Self-supervised Learning for Video Correspondence Flow

2 May 2019zlai0/CorrFlow

Fourth, in order to shed light on the potential of self-supervised learning on the task of video correspondence flow, we probe the upper bound by training on additional data, \ie more diverse videos, further demonstrating significant improvements on video segmentation.

SELF-SUPERVISED LEARNING VIDEO CORRESPONDENCE FLOW VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks

CVPR 2019 carrierlxk/COSNet

We introduce a novel network, called CO-attention Siamese Network (COSNet), to address the unsupervised video object segmentation task from a holistic view.

SEMANTIC SEGMENTATION UNSUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

RANet: Ranking Attention Network for Fast Video Object Segmentation

ICCV 2019 Storife/RANet

Specifically, to integrate the insights of matching based and propagation based methods, we employ an encoder-decoder framework to learn pixel-level similarity and segmentation in an end-to-end manner.

SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Video Object Segmentation using Space-Time Memory Networks

ICCV 2019 seoungwugoh/STM

In our framework, the past frames with object masks form an external memory, and the current frame as the query is segmented using the mask information in the memory.

SEMANTIC SEGMENTATION VIDEO SEMANTIC SEGMENTATION YOUTUBE-VOS